TR109: NEXORA: An Intelligent No-Code Data Analytics And Statistical Computing Program

NOR AIMAN HAKIM BIN NORYAZID UNIVERSITI PERTAHANAN NASIONAL MALAYSIA

Learning programming for statistical software often creates a barrier for users who need straightforward data analysis. NEXORA is an interactive web application built with R and Shiny that automates standard analytical workflows without requiring code. The software accepts custom datasets to generate descriptive summaries, interactive visualizations, hypothesis testing outputs, and linear regression models alongside diagnostic residual plots. Built-in validation logic handles missing data and varied dataset structures, maintaining system stability across custom files. NEXORA provides a practical tool that simplifies statistical computing for students, researchers, and industry professionals.